A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular Networks

Nº de artículo: 6546

Detalles Bibliográficos
Autores: Masero Rubio, Eva, A. Fletscher, Luís, Maestre Torreblanca, José María
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2020
País:España
Institución:Universidad de Sevilla (US)
Repositorio:idUS. Depósito de Investigación de la Universidad de Sevilla
OAI Identifier:oai:idus.us.es:11441/104524
Acceso en línea:https://hdl.handle.net/11441/104524
https://doi.org/10.3390/en13246546
Access Level:acceso abierto
Palabra clave:Model predictive control
Coalitional control
Renewable energy
Networked systems
Wireless network
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spelling A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular NetworksMasero Rubio, EvaA. Fletscher, LuísMaestre Torreblanca, José MaríaModel predictive controlCoalitional controlRenewable energyNetworked systemsWireless networkNº de artículo: 6546Next-generation cellular networks are large-scale systems composed of numerous base stations interacting with many diverse users. One of the main challenges with these networks is their high energy consumption due to the expected number of connected devices. We handle this issue with a coalitional Model Predictive Control (MPC) technique for the case of next-generation cellular networks powered by renewable energy sources. The proposed coalitional MPC approach is applied to two simulated scenarios and compared with other control methods: the traditional best-signal level mechanism, a heuristic algorithm, and decentralized and centralized MPC schemes. The success of the coalitional strategy is considered from an energy efficiency perspective, which means reducing on-grid consumption and improving network performance (e.g., number of users served and transmission rates).Ministerio de Ciencia e Innovación y Universidades de España FPU18 / 04476Ministerio de Economía (Proyecto C3PO) DPI2017-86918-RJunta de Andalucía (Proyecto GESVIP) US-1265917Unión Europea H2020 (Proyecto DENiM) 958339Consejo Europeo de Investigación (Advanced Grant OCONTSOLAR) 789051Ministerio de Ciencia, Tecnología e Innovación de Colombia (MINCIENCIAS) 65797/825 - 2018MDPIIngeniería de Sistemas y AutomáticaTEP -116 Automática y Robótica Industrial2020info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttps://hdl.handle.net/11441/104524https://doi.org/10.3390/en13246546reponame:idUS. Depósito de Investigación de la Universidad de Sevillainstname:Universidad de Sevilla (US)InglésEnergies, 13 (24), 1-19.FPU18 / 04476DPI2017-86918-RUS-126591795833978905165797/825 - 2018https://www.mdpi.com/search?q=A+Coalitional+Model+Predictive+Control+for+the+Energy&journal=energiesinfo:eu-repo/semantics/openAccessoai:idus.us.es:11441/1045242026-06-17T12:51:07Z
dc.title.none.fl_str_mv A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular Networks
title A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular Networks
spellingShingle A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular Networks
Masero Rubio, Eva
Model predictive control
Coalitional control
Renewable energy
Networked systems
Wireless network
title_short A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular Networks
title_full A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular Networks
title_fullStr A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular Networks
title_full_unstemmed A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular Networks
title_sort A Coalitional Model Predictive Control for the Energy Efficiency of Next-Generation Cellular Networks
dc.creator.none.fl_str_mv Masero Rubio, Eva
A. Fletscher, Luís
Maestre Torreblanca, José María
author Masero Rubio, Eva
author_facet Masero Rubio, Eva
A. Fletscher, Luís
Maestre Torreblanca, José María
author_role author
author2 A. Fletscher, Luís
Maestre Torreblanca, José María
author2_role author
author
dc.contributor.none.fl_str_mv Ingeniería de Sistemas y Automática
TEP -116 Automática y Robótica Industrial
dc.subject.none.fl_str_mv Model predictive control
Coalitional control
Renewable energy
Networked systems
Wireless network
topic Model predictive control
Coalitional control
Renewable energy
Networked systems
Wireless network
description Nº de artículo: 6546
publishDate 2020
dc.date.none.fl_str_mv 2020
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://hdl.handle.net/11441/104524
https://doi.org/10.3390/en13246546
url https://hdl.handle.net/11441/104524
https://doi.org/10.3390/en13246546
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv Energies, 13 (24), 1-19.
FPU18 / 04476
DPI2017-86918-R
US-1265917
958339
789051
65797/825 - 2018
https://www.mdpi.com/search?q=A+Coalitional+Model+Predictive+Control+for+the+Energy&journal=energies
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:idUS. Depósito de Investigación de la Universidad de Sevilla
instname:Universidad de Sevilla (US)
instname_str Universidad de Sevilla (US)
reponame_str idUS. Depósito de Investigación de la Universidad de Sevilla
collection idUS. Depósito de Investigación de la Universidad de Sevilla
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869404798272405504
score 15,300719

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